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DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation


Aug 25, 2022
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, Kfir Aberman

* Project page: https://dreambooth.github.io/ 

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Improving GANs for Long-Tailed Data through Group Spectral Regularization


Aug 21, 2022
Harsh Rangwani, Naman Jaswani, Tejan Karmali, Varun Jampani, R. Venkatesh Babu

* ECCV 2022. Project Page: https://sites.google.com/view/gsr-eccv22 

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Hierarchical Semantic Regularization of Latent Spaces in StyleGANs


Aug 07, 2022
Tejan Karmali, Rishubh Parihar, Susmit Agrawal, Harsh Rangwani, Varun Jampani, Maneesh Singh, R. Venkatesh Babu

* ECCV 2022. Project page: https://sites.google.com/view/hsr-eccv22/ 

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Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation


Jul 27, 2022
Jogendra Nath Kundu, Suvaansh Bhambri, Akshay Kulkarni, Hiran Sarkar, Varun Jampani, R. Venkatesh Babu

* ECCV 2022. Project page: https://sites.google.com/view/sticker-sfda 

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LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part Discovery


Jul 07, 2022
Chun-Han Yao, Wei-Chih Hung, Yuanzhen Li, Michael Rubinstein, Ming-Hsuan Yang, Varun Jampani


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Balancing Discriminability and Transferability for Source-Free Domain Adaptation


Jun 16, 2022
Jogendra Nath Kundu, Akshay Kulkarni, Suvaansh Bhambri, Deepesh Mehta, Shreyas Kulkarni, Varun Jampani, R. Venkatesh Babu

* ICML 2022. Project page: https://sites.google.com/view/mixup-sfda 

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SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections


May 31, 2022
Mark Boss, Andreas Engelhardt, Abhishek Kar, Yuanzhen Li, Deqing Sun, Jonathan T. Barron, Hendrik P. A. Lensch, Varun Jampani


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Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues


Apr 21, 2022
Zixuan Huang, Stefan Stojanov, Anh Thai, Varun Jampani, James M. Rehg

* Project page: https://zixuanh.com/multiclass3D 

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An Extendable, Efficient and Effective Transformer-based Object Detector


Apr 17, 2022
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang

* An extension of the ICLR paper, ViDT: An Efficient and Effective Fully Transformer-based Object Detector. arXiv admin note: substantial text overlap with arXiv:2110.03921 

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LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity


Apr 06, 2022
Tejan Karmali, Abhinav Atrishi, Sai Sree Harsha, Susmit Agrawal, Varun Jampani, R. Venkatesh Babu

* WACV 2022. Project Page at http://sites.google.com/view/lead-wacv22 

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